Problem-Solving Contract Job Trends in Cambridge

Problem Solving
Cambridgeshire > Cambridge

The table below provides summary statistics and contractor rates for jobs advertised in Cambridge requiring Problem-Solving skills. It covers contract job vacancies from the 6 months leading up to 13 December 2025, with comparisons to the same periods in the previous two years.

6 months to
13 Dec 2025
Same period 2024 Same period 2023
Rank 9 9 15
Rank change year-on-year 0 +6 +7
Contract jobs citing Problem-Solving 31 20 14
As % of all contract jobs in Cambridge 14.69% 11.49% 7.37%
As % of the Processes & Methodologies category 15.98% 12.50% 8.43%
Number of daily rates quoted 14 11 7
10th Percentile £280 £331 £120
25th Percentile £372 £375 £195
Median daily rate (50th Percentile) £463 £406 £425
Median % change year-on-year +13.92% -4.47% +13.33%
75th Percentile £580 £554 £531
90th Percentile £642 £638 £628
Cambridgeshire median daily rate £463 £425 £425
% change year-on-year +8.82% - -2.86%
Number of hourly rates quoted 0 1 7
10th Percentile - - £41.12
25th Percentile - £17.13 £65.00
Median hourly rate - £17.25 £75.00
Median % change year-on-year - -77.00% +150.00%
75th Percentile - £17.38 £77.50
90th Percentile - - £84.50
Cambridgeshire median hourly rate £37.50 £16.23 £14.16
% change year-on-year +131.05% +14.62% +3.66%

All Process and Methodology Skills
Cambridge

Problem-Solving falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring process or methodology skills in Cambridge.

Contract vacancies with a requirement for process or methodology skills 194 160 166
As % of all contract IT jobs advertised in Cambridge 91.94% 91.95% 87.37%
Number of daily rates quoted 90 77 83
10th Percentile £363 £283 £203
25th Percentile £413 £340 £394
Median daily rate (50th Percentile) £520 £454 £475
Median % change year-on-year +14.54% -4.42% -
75th Percentile £625 £560 £555
90th Percentile £676 £638 £608
Cambridgeshire median daily rate £488 £480 £480
% change year-on-year +1.56% +0.10% +0.95%
Number of hourly rates quoted 13 10 25
10th Percentile £23.00 £17.08 £17.01
25th Percentile £23.16 £19.14 £17.72
Median hourly rate £35.00 £25.46 £20.00
Median % change year-on-year +37.50% +27.28% -50.00%
75th Percentile £55.85 £62.19 £62.50
90th Percentile £73.50 £75.00 £77.50
Cambridgeshire median hourly rate £16.00 £16.23 £15.00
% change year-on-year -1.42% +8.20% -3.23%

Problem-Solving
Job Vacancy Trend in Cambridge

Historical trend showing the proportion of contract IT job postings citing Problem-Solving relative to all contract IT jobs advertised in Cambridge.

Problem-Solving job vacancy trend in Cambridge

Problem-Solving
Daily Rate Trend in Cambridge

Contractor daily rate distribution trend for jobs in Cambridge citing Problem-Solving.

Contractor daily rate distribution trend for jobs in Cambridge citing Problem-Solving

Problem-Solving
Daily Rate Histogram in Cambridge

Daily rate distribution for jobs citing Problem-Solving in Cambridge over the 6 months to 13 December 2025.

Daily rate histogram for Problem-Solving in Cambridge

Problem-Solving
Hourly Rate Trend in Cambridge

Contractor hourly rate distribution trend for jobs in Cambridge citing Problem-Solving.

Contractor hourly rate distribution trend for jobs in Cambridge citing Problem-Solving

Problem-Solving
Co-Occurring Skills & Capabilities in Cambridge by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 1 (3.23%) Apache
1 1 (3.23%) Apache Airflow
Applications
1 1 (3.23%) Chatbot
Cloud Services
1 20 (64.52%) Azure
2 10 (32.26%) Azure AKS
3 9 (29.03%) GitHub
3 9 (29.03%) PaaS
3 9 (29.03%) Serverless
4 8 (25.81%) Azure Functions
4 8 (25.81%) GitHub Copilot
5 5 (16.13%) AWS
5 5 (16.13%) Azure DevOps
6 3 (9.68%) GCP
7 2 (6.45%) Amazon ECS
7 2 (6.45%) Amazon S3
8 1 (3.23%) Amazon Bedrock
8 1 (3.23%) Amazon EC2
8 1 (3.23%) Amazon EKS
8 1 (3.23%) AWS CloudFormation
8 1 (3.23%) AWS Lambda
8 1 (3.23%) Azure API Management
8 1 (3.23%) Power Platform
8 1 (3.23%) Snowflake
Communications & Networking
1 1 (3.23%) 802.11
1 1 (3.23%) Cisco IOS
1 1 (3.23%) Cisco Nexus
1 1 (3.23%) Firewall
1 1 (3.23%) SD-WAN
1 1 (3.23%) VPN
1 1 (3.23%) WAN
1 1 (3.23%) Wi-Fi
Database & Business Intelligence
1 2 (6.45%) Amazon RDS
2 1 (3.23%) Amazon Athena
2 1 (3.23%) Amazon Aurora
2 1 (3.23%) Crystal Reports
2 1 (3.23%) DynamoDB
2 1 (3.23%) NoSQL
2 1 (3.23%) PostgreSQL
2 1 (3.23%) Power BI
Development Applications
1 2 (6.45%) JMeter
1 2 (6.45%) Postman
1 2 (6.45%) Selenium
2 1 (3.23%) GitLab
2 1 (3.23%) Sonatype Nexus
General
1 2 (6.45%) Aerospace
1 2 (6.45%) Analytical Skills
1 2 (6.45%) Pharmaceutical
1 2 (6.45%) Social Skills
2 1 (3.23%) Finance
2 1 (3.23%) Manufacturing
Job Titles
1 7 (22.58%) Artificial Intelligence Engineer
2 6 (19.35%) Developer
2 6 (19.35%) Senior
3 3 (9.68%) Lead
3 3 (9.68%) Senior Developer
3 3 (9.68%) Test Engineer
4 2 (6.45%) .NET Developer
4 2 (6.45%) Artificial Intelligence Developer
4 2 (6.45%) Data Scientist
4 2 (6.45%) QA Leader
4 2 (6.45%) Senior Software Developer
4 2 (6.45%) Software Developer
4 2 (6.45%) Test Leader
5 1 (3.23%) FPGA Engineer
5 1 (3.23%) Network Engineer
5 1 (3.23%) Principal Engineer
5 1 (3.23%) QA Engineer
5 1 (3.23%) Technical Leader
5 1 (3.23%) Technical Manager
5 1 (3.23%) Tester
Libraries, Frameworks & Software Standards
1 15 (48.39%) .NET
2 12 (38.71%) PyTorch
2 12 (38.71%) TensorFlow
3 10 (32.26%) RESTful
4 8 (25.81%) Semantic Kernel
5 5 (16.13%) scikit-learn
6 3 (9.68%) pytest
7 2 (6.45%) Pandas
8 1 (3.23%) 802.1X
8 1 (3.23%) Node.js
8 1 (3.23%) React
Miscellaneous
1 17 (54.84%) Cloud Native
2 9 (29.03%) Algorithms
3 2 (6.45%) Data Protection Act
4 1 (3.23%) CPLD
4 1 (3.23%) FPGA
4 1 (3.23%) NHS
4 1 (3.23%) Raspberry Pi
4 1 (3.23%) Security Posture
4 1 (3.23%) Verilog
Operating Systems
1 2 (6.45%) Windows
2 1 (3.23%) Windows 10
Processes & Methodologies
1 23 (74.19%) AI
2 18 (58.06%) Agile
2 18 (58.06%) Machine Learning
3 17 (54.84%) Test Automation
4 15 (48.39%) LLM
4 15 (48.39%) Prompt Engineering
5 14 (45.16%) Retrieval-Augmented Generation
6 12 (38.71%) Data Privacy
6 12 (38.71%) Software Engineering
7 11 (35.48%) Data Pipeline
7 11 (35.48%) Data Science
8 10 (32.26%) API Management
8 10 (32.26%) Scrum
9 9 (29.03%) Deep Learning
9 9 (29.03%) Validation
10 8 (25.81%) CI/CD
11 7 (22.58%) API Design
11 7 (22.58%) Continuous Improvement
11 7 (22.58%) DevOps
12 6 (19.35%) Model Validation
Programming Languages
1 18 (58.06%) Python
2 2 (6.45%) SQL
3 1 (3.23%) PL/SQL
3 1 (3.23%) SystemVerilog
3 1 (3.23%) Tcl
Qualifications
1 9 (29.03%) MCP
2 2 (6.45%) Degree
3 1 (3.23%) AWS Certification
3 1 (3.23%) AWS Certified Solutions Architect
3 1 (3.23%) CCIE
3 1 (3.23%) Cisco Certification
3 1 (3.23%) Computer Science Degree
3 1 (3.23%) SC Cleared
3 1 (3.23%) Security Cleared
Quality Assurance & Compliance
1 13 (41.94%) EU AI Act
2 12 (38.71%) NIST
3 7 (22.58%) QA
4 1 (3.23%) Accessibility
System Software
1 2 (6.45%) Docker
2 1 (3.23%) Firmware
Systems Management
1 5 (16.13%) Kubernetes
2 2 (6.45%) SCCM
3 1 (3.23%) Ansible
3 1 (3.23%) Terraform
Vendors
1 17 (54.84%) Microsoft
2 8 (25.81%) Foundry
3 1 (3.23%) Cisco
3 1 (3.23%) IBM
3 1 (3.23%) IFS
3 1 (3.23%) Meraki
3 1 (3.23%) Palo Alto